Mathematical Model-Driven Deep Learning Enables Personalized Adaptive Therapy
Mathematical Model-Driven Deep Learning Enables Personalized Adaptive Therapy
Standard-of-care treatment regimens have long been designed for maximal cell killing, yet these strategies often fail when applied to metastatic cancers due to the emergence of drug resistance. Adaptive treatment strategies have been developed as an alternative approach, dynamically adjusting treatment to suppress the growth of treatment-resistant populations and thereby …